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Designing a Modern QA Organization | Washington Meetup
**The Test Tribe 2nd Washington Meetup – Designing a Modern QA Organization: Structure, Skills, and Shared Ownership**
AI is accelerating software delivery at an unprecedented pace-but speed without structure introduces serious risk.
In today’s landscape, the traditional “testing bottleneck” isn’t just a delay-it’s a business liability.
This session explores how Quality Engineering must evolve from a siloed function into a strategic, distributed capability-one that balances rapid AI adoption with strong human oversight. Moving beyond basic automation, this talk introduces the concept of Distributed Quality Governance, where quality becomes a shared responsibility across engineering, product, and leadership.
Expect a practical, leadership-focused discussion that cuts through AI hype and addresses the real challenges of testing complex, AI-assisted systems-while ensuring accountability, trust, and long-term resilience.
**Event Details**
* **Date: 21st January 2026 (Wednesday)**
* **Time: 6:00 PM – 8:00 PM EDT**
* **Location: 1501 Langston Blvd. Arlington, Virginia**
**Session: Designing a Modern QA Organization: Structure, Skills, and Shared Ownership**
**Speaker: Alekhya Guduri**
**About the Session**
In an era where AI-generated code is accelerating delivery, quality can no longer be treated as a final checkpoint. Instead, it must be embedded, intentional, and governed.
In this session, Alekhya Guduri presents a blueprint for building a modern QA organization that operates as a strategic business function. You’ll learn how to shift from centralized testing teams to shared ownership models, while introducing guardrails that ensure responsible AI use across the delivery pipeline.
From defining a Materiality Matrix to identify where AI risks are too high to ignore, to implementing Human-in-the-Loop frameworks, this talk provides actionable guidance for leaders navigating AI-driven engineering environments.
**Key Takeaways**
* The Materiality Matrix: How to objectively prioritize AI risks based on business impact and technical complexity
* Distributed Governance: Transitioning from centralized QA to shared ownership in AI-driven CI/CD pipelines
* Responsible AI Guardrails: Practical Human-in-the-Loop frameworks to prevent bias, hallucinations, and silent failures
**About the Speaker**
Alekhya Guduri is a seasoned technology leader whose career sits at the intersection of engineering execution, operational excellence, and innovation.
As Director of Engineering at Indeed, she focuses on building high-performing organizations that treat quality as a strategic advantage, not a last-mile activity. With deep experience scaling complex systems and leading cross-functional teams, Alekhya works at the forefront of shaping how AI and human judgment coexist within modern software delivery.
She is a strong advocate for distributed governance, responsible AI practices, and the evolution of Quality Engineering into a trusted business partnership.
**Why You Should Attend**
* Learn how to design QA organizations for AI-driven delivery
* Understand how to balance speed with responsibility in modern pipelines
* Gain leadership frameworks for shared ownership of quality
* Move beyond AI hype to practical, defensible testing strategies
* Connect with Washington-area QA, engineering, and tech leaders
**About The Test Tribe**
**The Test Tribe** is the world’s largest software testing community, empowering testers globally since 2018. With 7**00+ events** and **150K+ members** across **130+ countries**, we bring testers together to learn, grow, and connect through meetups, conferences, cohorts, masterclasses, and more.
By RSVPing, you agree to our Terms and Conditions and Privacy Policy and consent to be contacted by The Test Tribe and our event partners.
Monthly Meeting of NARPM Chapter in DC
Please join other members of the District of Columbia Chapter of the National Association of Residential Property Managers (NARPM) for our next monthly meeting. We get together on a regular basis to discuss topics relevant to managing rentals for other owners of property in the District of Columbia and we feature speakers on specific subjects.
Build a Large Language Model from Scratch
Join us for another session of our study group as we dive into the fascinating world of Large Language Models (LLMs) using the book **Build a Large Language Model from Scratch** from Manning. In this session, we will finish **Chapter 7: Fine-tuning to follow instructions**. In the last session, we talked about how to prepare the dataset for instruction fine-tuning and in this session we will perform the fine-tuning and evaluate the model afterwards.
This isn't just a lecture! Come ready to ask questions, share insights, and code along. Whether you're a beginner or have some experience, this is the perfect opportunity to build a strong foundation together. If you plan to work with the code on your own laptop during the session, try and set-up the environment ahead of time (https://github.com/rasbt/LLMs-from-scratch/tree/main/setup).
We will be meeting at the Herndon library this evening.
DC Metro Crafts Mid-month meetup @ SW Library
Join DC Metro Crafts for the mid-month meetup! Bring your own cross stitch, knitting, crochet, or other portable craft.
The Southwest Library is right off the Waterfront Metro. We'll be in Meeting Room 1. Go through both glass double doors and loop around to the right to find us. There are plenty of tables to spread out.
Reston Happy Hour: Scaling Cloud Infrastructure for Heavy Workloads
Gaming, AdTech, EdTech, Media Streaming, and FinTech are just a few of the workloads where high-availability cloud infrastructure matters. Whether you’re doing battle daily in one of these spaces or are just curious about ways to improve performance, meet us in Reston for an in-person discussion on bare metal cloud architecture. You’ll meet our product lead, James MacKenzie, who will walk through how modern bare metal serves as a control plane for hybrid and private cloud architectures.
**What we will cover**
* Ways to leverage bare metal, containers, and orchestration for better performance and predictable economics;
* Real-world hybrid, disaster recovery, and data-intensive architectures;
* Our approach to eliminating ingress and egress fees.
**Who should attend**
* Cloud architects and platform engineers;
* DevOps professionals and infrastructure leads;
* FinOps stakeholders managing data-heavy or hybrid workloads.
**Why attend**
This is a technical, architecture-first conversation. You will leave with a clearer understanding of high-availability cloud infrastructure and how organizations are scaling cost-effectively.
Food and drinks will be provided. Space is limited to keep the discussion interactive.
🌟♠️🌟 3rd Wednesday Spades in DC@Nando's in Navy Yard - Posted in 10+ Groups
♠️😲♠️ W.O.W. Spades Night ♠️😲♠️
Washington on Wednesday (W.O.W.) - 3rd Wednesday Spades in DC
🌟Spades in DC!
😀 Hang out with a friendly and welcoming group. Meet new people and have a great time!
✅️ No partner needed! Find one onsite. All skill levels are welcome.
📌 Nando's Peri-Peri Chicken - Navy Yard
300 Tingey St SE #150,
Washington, DC 20003
❤️ **Posted in multiple groups. So, expect a nice crowd.**
🚌 One block from Navy Yard Metro Station
🚗 Street and Garage Parking available.
****
🍷 Alcoholic beverages are available!
🍗 Please support the business by purchasing food/drinks.
🌟 The fun starts at 5:30pm! RSVP today.
Mini Relief, Session 1
**$60/2\.5\-hour Class \| Class Limit: 5**
Hamiltonian Artists
Second Floor, Studio 2
[Registration Link](https://www.google.com/url?q=https://trishaart.com/classes/p/drop-in-classes&sa=D&source=calendar&usd=2&usg=AOvVaw07rgL9h-rFd3JRP7l9BSDN)
This first section serves as an introduction to relief through the easy cut method with a rubber stamp medium block. Participants will practice hand printing on Japanese paper through multiple iterations, and then proceed to mount their images. Completing these exercises will demonstrate how different blocks can be used interchangeably in a modular format, which will prepare them for creating a small book. All materials will be provided as part of the registration fee.
Building Information Modelling - BIM Events This Week
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January Meetup - Social (in DC)
Update: Hello friends! We're running into a scheduling conflict and pushing our social forward by 1 week. My sincere apologies for the last minute shift!
We're starting off this year nice and easy with a Power BI DC User Group social!
Please save the evening of January 15th in your calendars as we ring in the new year together with our trademark mix of camaraderie and general nerdiness. We're working on nailing down the specific location but will ensure that it is metro accessible.
See you then!
Meetup #16: API Design & Single-Header Libraries
This month, we're discussing API design and single-header libraries. How should we structure and program libraries to impose as few usage constraints as possible? We’ll look at [the STB libraries](https://github.com/nothings/stb) and other examples as case studies.
*Note the slightly different time than usual.* We're still at the West End Library.
**Agenda:**
\- 1:45 \- 2:45pm: Library discussion
\- 2:45pm \- whenever: Keep chatting over lunch nearby
**What we do**
Presentations on lower-level, foundational programming topics, ethical software, knowledge sharing, mentoring, and discussion.
**Who we are:**
We are all about handmade software. Rather than focus on frameworks, heavy abstractions, and buzzwords - we typically create projects or research topics that build an understanding of foundational computing concepts, essential data structures, and hardware/software interaction.
**What to bring?**
Bring a laptop, project, or just a curious mind. If you're not sure you're ready to contribute, don't worry: we're all here to share our passions and hone our craft.
**If you arrive late:**
Please enter the room quietly as to not disrupt anyone that is presenting. You can take any empty seat.
MODEL CALL for Studio and Natural Light Workshops: Teens, 20-30s; Amateurs OK!
MODELS ACTORS DANCERS ATHLETES NEEDED for Studio & Lifestyle Portrait Workshops: Teens, 20s, 30s ok!
FEMALE, MALE, or COUPLES MODELS NEEDED: If you're an amateur or new to modeling, ACTING, or DANCE this gig is a perfect and easy way to practice and start building your portfolio. Do you have goals in a modeling career or other reasons for your interest?
TWO (2) STEPS TO APPLY:
1). PLEASE complete this *** REQUIRED ONLINE FORM ***. It asks for a brief background, a few photos (selfies OK :-), contact information, and city of residence and it's the best way for us to qualify you further. We will not share your information with 3rd parties:
https://goo.gl/forms/HFsiT6bL9Ntx4nfx2
2). If you're new to our events, WE REQUIRE A CONVERSATION with each model several days before the event. Without the form completed, we can't interview you, sorry.
DO NOT WAIT UNTIL THE LAST MINUTE to complete the form! The online form gets your info into our SELECT list so we can call and schedule you in when needed.
TFP: Please note that this is a TFP gig BUT IF YOU'RE EXPERIENCED, you'll be getting a highly professional set of images in exchange for your time...
DESCRIPTION: These ongoing lifestyle and portrait photography workshops require models! The genres of photographs taken are lifestyle, glamour, fashion, and teen-senior oriented. The poses will include waist up; full-face portraits; two-thirds portraits; profile; 3/4 and full length. Creativity and uniqueness are encouraged of both the models and the photography students.
Teens are welcome as *some* classes will focus on high school senior portrait photography and photographing teens. Working with us for just 2-3 hours is a great way to get awesome high school senior portraits or to ENHANCE YOUR PORTFOLIO as TFP. Having a good responsive attitude and appropriate manners is important to the group. If you think the "F" word is a useful and necessary adjective, you need not apply.
BACKGROUND: The workshop instructor is a PPA international award-winning professional photographer with over 19 years of *professional* experience and has already conducted over 60 workshops and lectures to professional photographers since 2009.
Students are both male and female pro-path to professional photographers and can offer you amazing professional photographs in exchange for your time. Collaboration with Instructor prior to- and after the workshops is welcome so that everyone's needs are met!
PROFESSIONAL, TASTEFUL, & STUNNING IMAGERY: If you're female and wary of the GWC, you'll be pleased to know that there are NO GWC's (guys with cameras) and the majority of the students are female! These are serious professionals that want to learn more, need you to practice, and me to professionally coach them. You're guaranteed to get some great images and style variety from the instructor and pro-path to pro students!
TIMES: 3-4 Hour Window Prior to Sunset. Please be aware that the time will change every week!
DATES: RIGHT NOW! These dates are already scheduled:
• SEE THIS POST & upcoming opportunities posted every week on this site! Periodic Saturdays & Sundays, approximately 3 hours prior to sunset.
Only 2 to 3 models will be chosen for each session.
STARTING LOCATION:
See the sidebar to the right.
BENEFITS FOR THE MODEL: You will...
• Get DIGITAL IMAGES to add to your modeling portfolio (TFP)!
• GAIN EXPERIENCE by working with a variety of photographers' techniques and styles. You will be trained to pose by professionals.
• Interact with photographers that love your *inexperience*! Then, you will make them work harder for their best shot :-).
• LEARN better photography if you're interested. (You're going to be listening to the awesome instruction. Right!? :-)
• Experience multiple HUGE lenses, strobes, & cameras aimed at you all at the same time!
PLEASE NOTE:
• Please don't apply if you can't keep a commitment.
• Model release required.
• Under 18 is OK but you will need a parent or guardian present.
Quantum Enhanced Digital Therapeutics: Human Computer Interaction
Title: Quantum Enhanced Digital Therapeutics: Human Computer Interaction (HCI) and Health Informatics for Mental Health
Date: Jan 24 2026 13:00 - 15:00 EST
Summary: This talk offers an accessible overview of how quantum computing ideas may inform the next generation of digital tools for mental health. Ishan will sketch potential roles for pattern discovery, adaptive interfaces guided by human-computer interaction, and approaches to protect patient privacy, using examples drawn from public literature. The focus is on what is feasible now, what remains experimental, and how careful evaluation can guide responsible progress in health informatics. The session closes with open questions and a practical framing to help the community explore this space.
An overview of where quantum computing could add value to digital mental health tools today, what is still experimental, and how human-computer interaction and health informatics can guide responsible evaluation.
Speaker:
Ishan Shivansh Bangroo is a graduate researcher at Penn State University in the College of Information Sciences and Technology. His work sits at the intersection of health informatics and human-computer interaction, with a growing interest in quantum-inspired methods. He studies adaptive clinical interfaces and trustworthy analytics for mental health support, aiming to make digital tools clearer, safer, and easier to use.
Unity in Action: Building the Beloved Community Together
**Unity in Action:** How can we apply Dr. King's message of unity and nonviolence to address today's social justice issues?
Join us for a meaningful gathering focused on turning shared values into shared action. Inspired by Dr. Martin Luther King Jr.’s vision of the ***Beloved Community***, this meetup brings people of diverse backgrounds together to connect, listen, and collaborate across differences.
Through guided conversation, reflection, and practical next steps, we’ll explore how unity, justice, and compassion can move from ideals into everyday practice—in our neighborhoods, workplaces, and relationships. This is a welcoming space for honest dialogue, mutual respect, and collective hope.
Come as you are, bring your voice, and leave with renewed purpose and concrete ways to live out unity in action.
**All are welcome.**
Washington DC VA. Product Design Playbook
**Important! Please register on [Luma Page](https://luma.com/n7h7ynr4)**
This event is organised by Projector Institute community and Ukrainian Tech Space DC MD VA
Join us for an exclusive evening dedicated to exploring what it truly means to be a Product Designer — and how to manage this role more effectively in today’s fast-changing digital landscape.
During this session, we’ll dive into:
• The pros and cons of working in product vs. non-product companies
• Communication as one of the main design tools
• Business-oriented approaches to product design
• Practical insights for both junior and senior designers
• The use of AI tools and workflows — backed by real-world examples
Speaker: [Misha Rybachuk](https://www.linkedin.com/in/mike-rybachuk/) — Co-founder of [Projector Institute](https://prjctr.com/en/about), Art Director at [Lezo.io](https://lezo.io/en), and former designer at Accenture. With over 10 years of experience in interface design, Mike has helped build impactful digital products by merging creativity, strategy, and technology.
This event is your opportunity to connect with fellow professionals, gain hands-on insights, and see how design bridges creativity, communication, and business success.
Raising the Bar: Bitcoiners Build a Home in DC
Join us for an evening at PubKey DC where Andrew Newman & Dan Kablaoui dive into the origin story and vision behind one of Bitcoin's most iconic community spaces. This in-person event offers a unique opportunity to learn about PubKey's history, its lore, and the bold decision to bring that energy to the Nation's Capital. We’ll also discuss PubKey's new partnership with the Bitcoin District Initiative and the vision they have for transforming DC into a thriving Bitcoin circular economy.
As always, this is a **FREE** and **PUBLIC** event! 🧡🍻🙏
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DevOps Columbus January: Learn Infrastructure-as-Code Through Minecraft
## Details
\#\# Learn Infrastructure\-as\-Code \(the FUN Way\) — Through Minecraft 🎮☁️
**Joint Meetup: DevOps Columbus - Azure CBUS - Columbus HashiCorp User Group**
What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game?
Join us for a joint DevOps Columbus, Azure CBUS and Columbus HashiCorp User Group meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts.
In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure.
\#\#\# What we’ll cover
* Infrastructure-as-Code fundamentals using **Terraform**
* Provisioning real infrastructure on **Azure**
* Applying **IaC best practices** (immutability, repeatability, versioning)
* How playful environments like Minecraft make complex concepts *click*
* Why learning through experimentation beats click-ops every time
\#\#\# Who should attend
* Developers, platform engineers, and cloud engineers
* Terraform users (new or experienced)
* Anyone curious about Infrastructure-as-Code but tired of boring examples
* Minecraft fans who want to see it used in a totally unexpected way
No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way.
Come for the blocks, stay for the Terraform. 🧱➡️📐
Azure CBUS January: Learn Infrastructure-as-Code Through Minecraft
## Learn Infrastructure-as-Code (the FUN Way) — Through Minecraft 🎮☁️
**Joint Meetup: Azure CBUS × Columbus HashiCorp User Group × DevOps Columbus**
What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game?
Join us for a joint Azure CBUS, Columbus HashiCorp User Group, and DevOps Columbus meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts.
In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure.
### What we’ll cover
* Infrastructure-as-Code fundamentals using **Terraform**
* Provisioning real infrastructure on **Azure**
* Applying **IaC best practices** (immutability, repeatability, versioning)
* How playful environments like Minecraft make complex concepts *click*
* Why learning through experimentation beats click-ops every time
### Who should attend
* Developers, platform engineers, and cloud engineers
* Terraform users (new or experienced)
* Anyone curious about Infrastructure-as-Code but tired of boring examples
* Minecraft fans who want to see it used in a totally unexpected way
No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way.
Come for the blocks, stay for the Terraform. 🧱➡️📐
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/azure-cbus-2026/
Azure CBUS February: Build Your Own MCP Server
### Tools in your AI's Toolbox : An introduction to MCP Servers
The generative AI revolution has unlocked unprecedented capabilities, but the next frontier is agency: empowering models to interact with, query, and act upon the world. The current challenge is the “N x M integration problem,” where every AI model requires a custom, brittle integration for each external tool or data source. This approach simply doesn’t scale. How can we give an AI access to our sales leads, code repositories, or IoT devices in a standardized, secure, and reusable way?
This session introduces Anthropic’s Model Context Protocol (MCP), the open-source framework designed to solve this challenge and become the universal connector—the USB-C port—for AI. MCP standardizes how AI models discover and use external tools, moving beyond simple function-calling to a robust, client-server architecture. We will dive into how this open protocol is creating a new ecosystem for building powerful, context-aware AI agents.
Join this session for a developer-focused introduction where you will learn how to:
Understand the core concepts of the open-source Model Context Protocol and its architecture.
Utilize pre-built, open-source MCP servers to instantly connect AI to tools like Git, Slack, and databases.
Build a custom MCP server to securely expose your own proprietary data and APIs as tools for any compliant AI.
Move beyond bespoke integrations and contribute to a standardized, collaborative, and open ecosystem.
Stop building one-off connectors and start building intelligent agents. This session will give you the practical knowledge to leverage MCP and create the next generation of AI that doesn’t just talk, but does.
Want to be a speaker? submit your talk to our Call for Presenters!!!
[https://sessionize.com/azure-cbus-2026/](https://sessionize.com/azure-cbus-2026/)
Columbus HUG January: Learn Infrastructure-as-Code Through Minecraft
## Learn Infrastructure-as-Code (the FUN Way) — Through Minecraft 🎮☁️
**Joint Meetup: Azure CBUS × Columbus HashiCorp User Group**
What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game?
Join us for a joint Azure CBUS and Columbus HashiCorp User Group meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts.
In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure.
### What we’ll cover
* Infrastructure-as-Code fundamentals using **Terraform**
* Provisioning real infrastructure on **Azure**
* Applying **IaC best practices** (immutability, repeatability, versioning)
* How playful environments like Minecraft make complex concepts *click*
* Why learning through experimentation beats click-ops every time
### Who should attend
* Developers, platform engineers, and cloud engineers
* Terraform users (new or experienced)
* Anyone curious about Infrastructure-as-Code but tired of boring examples
* Minecraft fans who want to see it used in a totally unexpected way
No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way.
Come for the blocks, stay for the Terraform. 🧱➡️📐
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/cbus-hug-2026/
How to Be a Better Communicator - Free Seminar
Communication is everything in life
You are only as successful as your ability to communicate.
\- What if you could confidently talk to anyone?
\- What if you had the ability to calmly control every conversation?
\- What if you could close that sale\, ask for that date\, make new friends\, repair problematic relationships\, get that raise\, or effortlessly express any idea with confidence?
You can!
The secret to success relies on your ability or inability to effectively communicate. Attend a free seminar and gain a better ability to communicate.
Hosted by the Church of Scientology of Central Ohio
1266 Dublin Road, Columbus, OH 43215
For more information, contact Rhiannon, the Event Host at 614-221-5024
Intro to GitHub Copilot: Your AI Pair Programmer - Chris Steele
**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you.
The building address is 4450 Bridge Park
The entrance is 6620 Mooney St, Suite 400
**Abstract**
GitHub Copilot is rapidly changing how developers write, understand, and maintain code. Powered by generative AI and deeply integrated into modern development environments, Copilot acts as an intelligent coding assistant, helping developers move faster while maintaining quality and focus.
In this session, we’ll explore what GitHub Copilot is, how it works, and where it fits into a real-world developer workflow. We’ll break down what Copilot can (and cannot) do, where it can be used, and how licensing differs for individuals and organizations. Most importantly, this talk goes beyond theory with a live, hands-on demo showcasing Copilot inside the IDE and on GitHub, demonstrating how it can assist with code generation, refactoring, learning new APIs, and accelerating day-to-day development tasks.
Designed for developers, technical leads, and engineering managers, this session provides a practical introduction to AI-assisted development, highlights best practices for getting value from Copilot, and closes with guidance on how to continue learning and evolving alongside this rapidly advancing tool.
Attendees will leave with a clear understanding of how GitHub Copilot can enhance productivity, improve developer experience, and fit into modern software teams today, not someday.
**YouTube Link**
TBA
[TDB: TBD] (In-Person) #8
**Topic and Speaker TBD**
***Bring your laptop and expect to write some (non-AI generated) code!***
*(title subject to change)*
Food and drinks will be available.
**LOCATION:**
6515 Longshore Loop, Suite 300, Dublin, OH 43017
**FREE PARKING:**
6725 Longshore Street, Dublin, OH 43017






























![[TDB: TBD] (In-Person) #8](https://secure.meetupstatic.com/photos/event/6/a/a/f/highres_532167311.webp?w=640)